Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
England > East of England
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 342 364 390
Rank change year-on-year +22 +26 +9
Permanent jobs citing Predictive Analytics 9 2 2
As % of all permanent IT jobs advertised in the East of England 0.074% 0.015% 0.013%
As % of the Processes & Methodologies category 0.084% 0.017% 0.015%
Number of salaries quoted 2 2 0
East of England median annual salary £85,000 £55,500 -
Median salary % change year-on-year +53.15% - -
England median annual salary £65,000 £57,500 £55,000
% change year-on-year +13.04% +4.55% -

Predictive Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10658 11731 13218
As % of all permanent IT jobs advertised in the East of England 88.03% 88.52% 87.19%
Number of salaries quoted 8649 9672 10866
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +4.65%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Predictive Analytics
Job Vacancy Trend in the East of England

Job postings citing Predictive Analytics as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Predictive Analytics in the East of England

Predictive Analytics
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics in the East of England.

Salary trend for Predictive Analytics in the East of England

Predictive Analytics
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the East of England region over the 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedfordshire - 7 - -
Cambridgeshire -31 2 £85,000 +53.15%
Predictive Analytics
England

For the 6 months to 22 November 2017, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Predictive Analytics.

1 9 (100.00%) Hadoop
1 9 (100.00%) Amazon AWS
1 9 (100.00%) Machine Learning
1 9 (100.00%) Big Data
1 9 (100.00%) Analytics
2 7 (77.78%) Amazon EMR
2 7 (77.78%) Amazon Redshift
2 7 (77.78%) Impala
2 7 (77.78%) Line Management
2 7 (77.78%) Apache Spark
2 7 (77.78%) Amazon Kinesis
2 7 (77.78%) scikit-learn
2 7 (77.78%) TensorFlow
2 7 (77.78%) Strategic Thinking
2 7 (77.78%) Cloudera
2 7 (77.78%) Apache Hive
2 7 (77.78%) Portfolio Management
2 7 (77.78%) Tableau
2 7 (77.78%) Demand Management
2 7 (77.78%) Redis
2 7 (77.78%) Yield Management
2 7 (77.78%) Retail
2 7 (77.78%) Artificial Intelligence
2 7 (77.78%) Business Intelligence
2 7 (77.78%) Foreign Exchange (FX)
2 7 (77.78%) Stakeholder Management
3 2 (22.22%) Ruby
3 2 (22.22%) Google
3 2 (22.22%) Scala
3 2 (22.22%) Games

Predictive Analytics
Co-occurring IT Skills in the East of England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (77.78%) Apache Spark
Cloud Services
1 9 (100.00%) Amazon AWS
2 7 (77.78%) Amazon EMR
2 7 (77.78%) Amazon Kinesis
Database & Business Intelligence
1 9 (100.00%) Big Data
1 9 (100.00%) Hadoop
2 7 (77.78%) Amazon Redshift
2 7 (77.78%) Apache Hive
2 7 (77.78%) Impala
2 7 (77.78%) Redis
3 2 (22.22%) Data Mining
3 2 (22.22%) Data Warehouse
General
1 7 (77.78%) Retail
2 2 (22.22%) Games
Job Titles
1 7 (77.78%) Analytics Manager
1 7 (77.78%) Data Manager
1 7 (77.78%) Portfolio Manager
2 6 (66.67%) Data Analytics Manager
3 2 (22.22%) Data Engineer
3 2 (22.22%) Senior Data Engineer
4 1 (11.11%) Analyst
4 1 (11.11%) Big Data Manager
4 1 (11.11%) Data Analyst
4 1 (11.11%) IT Analyst
4 1 (11.11%) IT Manager
4 1 (11.11%) IT Support
4 1 (11.11%) IT Support Analyst
4 1 (11.11%) IT Support Manager
4 1 (11.11%) Portfolio Analyst
4 1 (11.11%) Support Manager
Libraries, Frameworks & Software Standards
1 7 (77.78%) scikit-learn
1 7 (77.78%) TensorFlow
Miscellaneous
1 7 (77.78%) Foreign Exchange (FX)
Operating Systems
1 2 (22.22%) Linux
Processes & Methodologies
1 9 (100.00%) Analytics
1 9 (100.00%) Machine Learning
2 7 (77.78%) Artificial Intelligence
2 7 (77.78%) Business Intelligence
2 7 (77.78%) Demand Management
2 7 (77.78%) Line Management
2 7 (77.78%) Portfolio Management
2 7 (77.78%) Stakeholder Management
2 7 (77.78%) Strategic Thinking
2 7 (77.78%) Yield Management
3 2 (22.22%) Data Engineering
3 2 (22.22%) Data Modelling
3 2 (22.22%) ETL
Programming Languages
1 2 (22.22%) Java
1 2 (22.22%) Python
1 2 (22.22%) Ruby
1 2 (22.22%) Scala
1 2 (22.22%) SQL
Vendors
1 7 (77.78%) Cloudera
1 7 (77.78%) Tableau
2 2 (22.22%) Google